{"id":"https://openalex.org/W7134931111","doi":"https://doi.org/10.1016/j.sigpro.2026.110590","title":"Text-guided medical image fusion using unbalanced optimal transport: Semantic alignment and cross-modal interaction","display_name":"Text-guided medical image fusion using unbalanced optimal transport: Semantic alignment and cross-modal interaction","publication_year":2026,"publication_date":"2026-03-11","ids":{"openalex":"https://openalex.org/W7134931111","doi":"https://doi.org/10.1016/j.sigpro.2026.110590"},"language":"en","primary_location":{"id":"doi:10.1016/j.sigpro.2026.110590","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.sigpro.2026.110590","pdf_url":null,"source":{"id":"https://openalex.org/S154637859","display_name":"Signal Processing","issn_l":"0165-1684","issn":["0165-1684","1872-7557"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128715967","display_name":"Yu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhu","raw_affiliation_strings":["Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0009-0008-1729-6334","affiliations":[{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liqiang Song","orcid":"https://orcid.org/0009-0007-4907-3031"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Song","raw_affiliation_strings":["Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0009-0007-4907-3031","affiliations":[{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128751035","display_name":"Guodong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Wang","raw_affiliation_strings":["Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0000-0003-0508-826X","affiliations":[{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128777439","display_name":"Junli Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junli Zhao","raw_affiliation_strings":["Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0000-0002-2034-6426","affiliations":[{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128724323","display_name":"Hui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China","Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0000-0003-4550-7879","affiliations":[{"raw_affiliation_string":"Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128761725","display_name":"Yi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Li","raw_affiliation_strings":["Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China","Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0000-0003-4550-7879","affiliations":[{"raw_affiliation_string":"Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yi Li","orcid":"https://orcid.org/0000-0002-4185-3152"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Li","raw_affiliation_strings":["Qingdao University, 308 Ningxia Road, Qingdao, 266071, China"],"raw_orcid":"https://orcid.org/0000-0002-4185-3152","affiliations":[{"raw_affiliation_string":"Qingdao University, 308 Ningxia Road, Qingdao, 266071, China","institution_ids":["https://openalex.org/I108688024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5128761725"],"corresponding_institution_ids":["https://openalex.org/I108688024","https://openalex.org/I111599522"],"apc_list":{"value":3200,"currency":"USD","value_usd":3200},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23507794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"245","issue":null,"first_page":"110590","last_page":"110590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.44940000772476196,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.44940000772476196,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.049300000071525574,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.04690000042319298,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5698000192642212},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5629000067710876},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5066999793052673},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41110000014305115},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.37299999594688416}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6901999711990356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588000059127808},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6212000250816345},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5698000192642212},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5629000067710876},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5066999793052673},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.34450000524520874},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2935999929904938}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.sigpro.2026.110590","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.sigpro.2026.110590","pdf_url":null,"source":{"id":"https://openalex.org/S154637859","display_name":"Signal Processing","issn_l":"0165-1684","issn":["0165-1684","1872-7557"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1020410100","display_name":null,"funder_award_id":"62172247","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4262620591","display_name":null,"funder_award_id":"62202205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7630240364","display_name":null,"funder_award_id":"ZR2025MS1088","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2025147059","https://openalex.org/W2724892359","https://openalex.org/W2963787388","https://openalex.org/W3046194589","https://openalex.org/W3126442124","https://openalex.org/W4282825873","https://openalex.org/W4283732315","https://openalex.org/W4285278336","https://openalex.org/W4308979724","https://openalex.org/W4317931226","https://openalex.org/W4323545743","https://openalex.org/W4367053587","https://openalex.org/W4375928908","https://openalex.org/W4382934641","https://openalex.org/W4385573131","https://openalex.org/W4386076504","https://openalex.org/W4386902810","https://openalex.org/W4402715923","https://openalex.org/W4402875649","https://openalex.org/W4404055103","https://openalex.org/W4404515348","https://openalex.org/W4405565663","https://openalex.org/W4406213102","https://openalex.org/W4407242282","https://openalex.org/W4408351905","https://openalex.org/W4409378452","https://openalex.org/W4410118649","https://openalex.org/W4410258352","https://openalex.org/W4411149312","https://openalex.org/W4412944561","https://openalex.org/W7117683723","https://openalex.org/W7133198803"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2026-03-12T00:00:00"}